Machine Learning Engineer
Jane Street
about 1 year ago
New York, NY, USA
Mid Level / Senior
H1B Sponsor
Responsibilities
- Drive the direction of the ML platform within the trading environment.
- Enhance research workflows to improve feedback cycles.
- Utilize various ML techniques to inform decision-making.
- Build and maintain training and inference infrastructure.
- Create and maintain an organized research codebase for reproducible results.
Requirements
- Robust experience in machine learning and strong mathematical foundations.
- Experience in building and maintaining training and inference infrastructure.
- Strong background in optimization theory, regularization techniques, and linear algebra.
- Passion for keeping up with the latest advancements in machine learning.
- Proven ability to create and maintain an organized research codebase.
- Expertise in ML frameworks like PyTorch, Jax, or TensorFlow.
- Fluency in English.
Tech Stack
PyTorchTensorFlow
Categories
AI & MLData Science